A Carnegie Mellon University computer scientist is enlisting the unwitting help of thousands, if not millions, of Web users each day to eliminate a technical bottleneck that has slowed efforts to transform books, newspapers and other printed materials into digitized text that is computer searchable.
Luis von Ahn, an assistant professor of computer science and recipient of a MacArthur Foundation "genius grant," says the project will also improve Web security systems used to reduce spam and make it possible for individuals to safeguard their own email addresses from spammers.
Key to the new project is assigning a new, dual use to existing technology: CAPTCHAs, the distorted-letter tests found at the bottom of registration forms on Yahoo, Hotmail, PayPal, Wikipedia and hundreds of other sites worldwide. CAPTCHAs, an acronym for Completely Automated Public Turing Test to Tell Computers and Humans Apart, distinguish between legitimate human users and malevolent computer programs designed by spammers to harvest thousands of free email accounts. The tests require users to type the distorted letters they see inside a box— a task that is difficult for computers, but easy for humans.
Working with a team that includes computer science professor Manuel Blum, undergraduate student Ben Maurer and research programmer Mike Crawford, von Ahn invented a new version of the tests, called reCAPTCHAs, that will help convert printed text into computer-readable letters on behalf of the Internet Archive. The San Francisco-based non-profit group administers the Open Content Alliance and is one of several large initiatives working to digitize books and other printed materials under open principles, making the text searchable by computer and capable of being reformatted for new uses.
Optical character recognition (OCR) systems that automatically perform this conversion are often stumped by underlined text, scribbles and fuzzy or otherwise poorly printed letters. ReCAPTCHAs will use words from these troublesome passages to replace the artificially distorted letters and numbers typically used in CAPTCHAs.
The new tests continue to distinguish between humans and machines because they use text that OCR systems have already failed to read. And because people must decipher these words to pass the reCAPTCHA test, they will help complete the expensive digitization process.
"I think it's a brilliant idea— using the Internet to correct OCR mistakes," said Brewster Kahle, director of the Internet Archive. ReCAPTCHAs will speed the digitization process while also helping to improve OCR methods and perhaps extend them to additional languages, he said. "This is an example of why having open collections in the public domain is important," he added. "People are working together to build a good, open system."
Von Ahn hopes to substitute his reCAPTCHAs for as many conventional CAPTCHAs as possible. "It is estimated that 60 million or more CAPTCHAs are solved each day, with each test taking about 10 seconds," he said. "That's more than 150,000 precious hours of human work that are lost each day, but that we can put to good use with reCAPTCHAs."
With support from Intel Corp., von Ahn's team has devised a free, Web-based service that allows individual webmasters to install reCAPTCHAs to protect their sites. Individuals can also use the service to protect their own email addresses, or lists of addresses they post on personal Web pages. In the case of some commercial Web sites with heavy traffic, reCAPTCHA may charge a fee to pay for additional bandwidth.
To make certain that people are correctly deciphering the printed text, the reCAPTCHA system will require Web site visitors to type two words, one of which the system already knows. Each unknown word will be submitted to multiple visitors. If the visitor types the known word correctly, the system has greater confidence that the unknown word is being typed correctly. If several visitors type the same answer for the unknown word, that answer will be assumed to be correct.
An audio version of reCAPTCHA, which will transcribe portions of radio programs that have defied speech recognition programs, will also be available for blind Web users.
For information on reCAPTCHA, or to try your hand at one of the puzzles, visit http://recaptcha.net.
Note to Editors: To download a high-resolution image of a reCAPTCHA, visit www.cs.cmu.edu/~biglou/redSpaceCrop3.pdf.
About Carnegie Mellon: Carnegie Mellon is a private research university with a distinctive mix of programs in engineering, computer science, robotics, business, public policy, fine arts and the humanities. More than 10,000 undergraduate and graduate students receive an education characterized by its focus on creating and implementing solutions for real problems, interdisciplinary collaboration, and innovation. A small student-to-faculty ratio provides an opportunity for close interaction between students and professors. While technology is pervasive on its 144-acre Pittsburgh campus, Carnegie Mellon is also distinctive among leading research universities for the world-renowned programs in its College of Fine Arts. A global university, Carnegie Mellon has campuses in Silicon Valley, Calif., and Qatar, and programs in Australia, Greece, Japan, Portugal, Singapore and Taiwan. For more, see www.cmu.edu.